A Metaphoric Mind: Selected Writings of Joseph Couture
Bibliographic record
Abstract
Dr. Joseph Couture (1930Ã2007), known affectionately as "Dr. Joe," stood at the centre of some of the greatest political, social, and intellectual struggles of Aboriginal peoples in contemporary Canada. A profound thinker and writer, as well as a gifted orator, he easily walked two paths, as a respected Elder and traditional healer and as an educational psychologist, one of the first Aboriginal people in Canada to receive a PhD. His work challenged and transformed long-held views of Canada's Indigenous peoples, and his vision and leadership gave direction to many of the current fields of Aboriginal scholarship. His influence extended into numerous areasÃeducation, addictions and mental health treatment, community development, restorative justice, and federal correctional programming for Aboriginal peoples. With a foreword by Lewis Cardinal, A Metaphoric Mind brings together for the first time key works selected from among Dr. Joe's writings, published and unpublished. Spanning nearly thirty years, the essays invite us to share in his transformative legacy through a series of encounters, with Aboriginal spirituality and ancestral ways of knowing, with Elders and their teachings, with education and its role in politicization, self-determination, and social change, and with the restorative process and the meaning of Native healing.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.026 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".